2-Stage instance selection algorithm for KNN based on Nearest Unlike Neighbors.
Chunru DongPatrick P. K. ChanWing W. Y. NgDaniel S. YeungPublished in: ICMLC (2010)
Keyphrases
- selection algorithm
- knn
- nearest neighbor
- k nearest
- k nearest neighbor
- prototype selection
- query point
- nearest neighbor search
- text categorization
- distance function
- k nearest neighbour
- resource selection
- high dimensional data
- support vector machine svm
- neural network
- search algorithm
- reduction method
- classification algorithm
- classification method
- knn algorithm
- feature selection
- similarity search
- nearest neighbor algorithm
- nearest neighbour
- index structure
- text classification
- support vector machine
- test instances
- knn classifier
- euclidean distance
- knn classification
- hierarchical document clustering
- nearest neighbor classification
- optimization problems
- training set
- similarity measure
- machine learning